Biogeochemistry & Ecophysiology at Duke University

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Greener green and bluer blue

Although the global greening associated with climate change is well documented on land, similar trends in the ocean have not been thoroughly identified. Using satellite observations of ocean chlorophyll a (Chl) concentration, we show that the surface ocean experienced a poleward greening from 2003 to 2022. Contemporaneously, the subtropical regions of the Northern Hemisphere experienced a decrease in Chl. As such, the latitudinal disparity in Chl, as documented by an inequality index, has been increasing over the past two decades, particularly in the Northern Hemisphere. Rising water temperatures may primarily influence the Chl trends. The increasing Chl inequality—marked by “greener green and bluer blue” waters—has the potential to cascade to higher trophic levels, with implications for the fisheries and economies of coastal nations.

See https://www.science.org/doi/10.1126/science.adr9715

See Press coverage:

Evidence of limited N2 fixation in the Southern Ocean

Biological nitrogen fixation is an important source of new nitrogen, influencing ocean fertility and carbon uptake. While recently documented in Arctic waters, its role in the Southern Ocean remains uncertain. We measured nitrogen fixation along the Western Antarctic Peninsula and at Palmer Station over two austral summer months. Rates from 15N2 assay were below conservative detection limits but detectable under less stringent detection thresholds. Continuous acetylene reduction assay provided further support. nifH gene sequencing identified Gammaproteobacteria as the dominating identified diazotrophs, while Epsilonproteobacteria contributed disproportionally to nifH expression when putative nitrogen fixation was highest. Combined with environmental observations, we hypothesize that vertical water mixing resuspended sediments into the water column and contributed to the limited nitrogen fixation. Given the sporadic and low rates, further research is needed to determine whether nitrogen fixation plays a minor role or represents an overlooked process with biogeochemical significance in the Southern Ocean.

See https://www.nature.com/articles/s43247-025-02225-0

Comparing different measures of productivity in the ocean

New production (NP) and net community production (NCP) measurements are often used as estimates of carbon export potential from the mixed layer of the ocean, an important process in the regulation of global climate. Diverse methods can be used to measure NP and NCP, from research vessels, autonomous platforms, and remote sensing, each with its own set of benefits and uncertainties. The various methods are rarely applied simultaneously in a single location, limiting our ability for direct comparisons of the resulting measurements. In this study, we evaluated NP and NCP from thirteen independent datasets collected via in situ, in vitro, and satellite-based methods near Ocean Station Papa during the 2018 Northeast Pacific field campaign of the NASA project EXport Processes in the Ocean from RemoTe Sensing (EXPORTS). Altogether, the datasets indicate that carbon export potential was relatively low (median daily averages between −5.1 and 12.6 mmol C m−2 d−1), with most measurements indicating slight net autotrophy in the region. This result is consistent with NCP estimates based on satellite measurements of sea surface temperature and chlorophyll a. We explored possible causes of discrepancies among methods, including differences in assumptions about stoichiometry, vertical integration, total volume sampled, and the spatiotemporal extent considered. Results of a generalized additive mixed model indicate that the spatial variation across platforms can explain much of the difference among methods. Once spatial variation and temporal autocorrelation are considered, a variety of methods can provide consistent estimates of NP and NCP, leveraging the strengths of each approach.

See Niebergall, A., Traylor, S. Huang, Y., Feen, M., Meyer, M. G., McNair, H. M., Nicholson, D., Fassbender, A. J., Omand, M. M., Marchetti, A., Menden-Deuer, S., Tang, W., Gong, W., Tortell, P., Hamme, R., Cassar, N. 2023. Evaluation of new and net community production estimates by multiple ship-based and autonomous observations in the Northeast Pacific Ocean. Elementa: Science of the Anthropocene (2023) 11 (1): 00107.

Spatio-temporal coverage of measurement methods for net community production and new production. Conceptual diagram showing the spatio-temporal coverage of net community production (NCP) and new production (NP) measurements evaluated in this study. Lower boundaries represent the spatial and temporal resolution of each measurement method or platform, while upper boundaries represent spatial and temporal coverage for each method or platform. This conceptual figure (not drawn to scale) is meant to show the spatial and temporal coverage of the methods in general; therefore, the boundaries do not necessarily represent the coverage of the individual instruments as deployed in this study. The faded spatial boundary for satellites indicates a larger spatial coverage than fits the bounds of this figure.

Multiscale variability of air-sea CO2 fluxes

The number of carbon dioxide (CO2) molecules per unit surface area per unit time that enter the ocean surface from the atmosphere is quantified by the air-sea CO2 flux (F). These CO2 molecules impact many chemical and biological properties within the ocean. Yet, the direct controls on how many molecules can possibly be exchanged between the atmosphere and the ocean surface depend on several environmental factors such as wind speed at some reference height, the amount of CO2 molecules in the atmosphere and in the water (or their imbalance ∆pCO2), the wave height, and sea surface temperature. These environmental factors vary on many time scales such as daily, monthly, seasonal, annual, inter-annual, and decadal. The work demonstrates that the CO2 gas exchange is dominated by the wind effect on subseasonal time scales, while on longer time scales, the ∆pCO2 term, closely related to the variability of both atmospheric and oceanic CO2, emerges as a leading driver.

See:

Gu, Y., Katul, G. G., Cassar, N. 2023. Multiscale temporal variability of the global air-sea CO2 flux anomaly. JGR Biogeosciences, https://doi.org/10.1029/2022JG006934.

Global averaged (a) power spectral density E(f) and (b) energy spectra f E(f) for CO2 flux anomaly from both expressions (FW14 and FD18) and relevant variables (anomalies in ∆pCO2, wind speed, sea surface temperature (SST) and significant wave height (Hs)) (from mass preserving approach). (c) Spatially averaged power spectral density and (d) energy spectra for FW14 and FD18 anomalies and relevant factors at each grid (from variance preserving approach).

Global distribution of iron in the ocean

The importance of dissolved Fe (dFe) in regulating ocean primary production and the carbon cycle is well established. However, the large-scale distribution and temporal dynamics of dFe remain poorly constrained in part due to incomplete observational coverage. In this study, we use a compilation of published dFe observations (n=32,344) with paired environmental predictors from contemporaneous satellite observations and reanalysis products to build a data-driven surface-to-seafloor dFe climatology with 1°×1° resolution using three machine-learning approaches (random forest, supper vector machine and artificial neural network). Among the three approaches, random forest achieves the highest accuracy with overall R2 and root mean standard error of 0.8 and 0.3 nmol L-1, respectively. Using this data-driven climatology, we explore the possible mechanisms governing the dFe distribution at various depth horizons using statistical metrics such as Pearson correlation coefficients and the rank of predictors importance in the model construction. Our results are consistent with the critical role of aeolian iron supply in enriching surface dFe in the low latitude regions and suggest a far-reaching impact of this source at depth. Away from the surface layer, the strong correlation between dFe and apparent oxygen utilization implies that a combination of regeneration, scavenging and large-scale ocean circulation are controlling the interior distribution of dFe, with hydrothermal inputs important in some regions. Finally, our data-driven dFe climatology can be used as an alternative reference to evaluate the performance of ocean biogeochemical models. Overall, the new global scale climatology of dFe achieved in our study is an important step toward improved representation of dFe in the contemporary ocean and may also be used to guide future sampling strategies.

See our paper for more info:

Huang, Y. Tagliabue, A., Cassar, N. 2022. Data-driven modeling of dissolved iron in the global ocean. Frontiers in Marine Science, https://doi.org/10.3389/fmars.2022.837183.

Phytoplankton blooms triggered by Australian wildfires

A satellite captured a plume of aerosols over the ocean emanating from Australia’s wildfires.
(Courtesy of Japan’s National Institute of Information and Communication Technology)

See our paper in Nature.

Droughts and climate-change-driven warming are leading to more frequent and intense wildfires. We use satellite and autonomous biogeochemical Argo float data to evaluate the effect of 2019–2020 Australian wildfire aerosol deposition on phytoplankton productivity. We find anomalously widespread phytoplankton blooms from December 2019 to March 2020 in the Southern Ocean downwind of Australia. Aerosol samples originating from the Australian wildfires contained a high iron content and atmospheric trajectories show that these aerosols were likely to be transported to the bloom regions, suggesting that the blooms resulted from the fertilization of the iron-limited waters of the Southern Ocean. Climate models project more frequent and severe wildfires in many regions1,2,3. A greater appreciation of the links between wildfires, pyrogenic aerosols13, nutrient cycling and marine photosynthesis could improve our understanding of the contemporary and glacial–interglacial cycling of atmospheric CO2 and the global climate system.

NASA Description of the impact of wildfires on ocean ecosystems

See Press coverage:

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